Index A | B | C | D | E | F | G | I | L | M | N | O | P | R | S | T | U | V | W | X | Y A add_conjunctions() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) (calibrated_explanations.explanations.FactualExplanation method) (calibrated_explanations.explanations.FastExplanation method) add_new_rule_condition() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.FastExplanation method) AlternativeExplanation (class in calibrated_explanations.explanations) AlternativeExplanations (class in calibrated_explanations.explanations) append_cal() (calibrated_explanations.core.CalibratedExplainer method) as_lime() (calibrated_explanations.explanations.CalibratedExplanations method) as_shap() (calibrated_explanations.explanations.CalibratedExplanations method) assert_threshold() (in module calibrated_explanations.utils.helper) assign_threshold() (in module calibrated_explanations.utils.helper) auto_encode (calibrated_explanations.api.config.ExplainerConfig attribute) (calibrated_explanations.core.WrapCalibratedExplainer property) auto_encode() (calibrated_explanations.api.config.ExplainerBuilder method) B bridge_monitors (calibrated_explanations.core.CalibratedExplainer property) build_condition_payload() (calibrated_explanations.explanations.CalibratedExplanation method) build_config() (calibrated_explanations.api.config.ExplainerBuilder method) build_instance_telemetry_payload() (calibrated_explanations.core.CalibratedExplainer method) build_instance_uncertainty() (calibrated_explanations.explanations.CalibratedExplanation method) build_interval() (calibrated_explanations.explanations.CalibratedExplanation static method) build_plot_style_chain() (calibrated_explanations.core.CalibratedExplainer method) build_preprocessor_metadata() (calibrated_explanations.core.WrapCalibratedExplainer method) build_rules_payload() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) (calibrated_explanations.explanations.FactualExplanation method) (calibrated_explanations.explanations.FastExplanation method) build_uncertainty_payload() (calibrated_explanations.explanations.CalibratedExplanation method) C calculate_metrics() (in module calibrated_explanations.utils.helper) calibrate() (calibrated_explanations.core.WrapCalibratedExplainer method) calibrated_confusion_matrix() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) calibrated_explanations.api.config module calibrated_explanations.api.params module calibrated_explanations.core.exceptions module calibrated_explanations.core.validation module calibrated_explanations.utils.helper module CalibratedError CalibratedExplainer (class in calibrated_explanations.core) CalibratedExplanation (class in calibrated_explanations.explanations) CalibratedExplanations (class in calibrated_explanations.explanations) calibration_summary_shape (calibrated_explanations.core.CalibratedExplainer property) canonicalize_kwargs() (in module calibrated_explanations.api.params) categorical_value_counts_cache (calibrated_explanations.core.CalibratedExplainer property) cfg (calibrated_explanations.core.WrapCalibratedExplainer property) check_is_fitted() (in module calibrated_explanations.utils.helper) class_labels (calibrated_explanations.explanations.CalibratedExplanations property) close() (calibrated_explanations.core.CalibratedExplainer method) collection_metadata() (calibrated_explanations.explanations.CalibratedExplanations method) compute_confidence_level() (calibrated_explanations.explanations.CalibratedExplanation static method) concatenate_thresholds() (in module calibrated_explanations.utils.helper) ConfigurationError conjunction_stats (calibrated_explanations.explanations.AlternativeExplanation attribute) ConvergenceError convert_condition_value() (calibrated_explanations.explanations.CalibratedExplanation static method) convert_targets_to_numeric() (in module calibrated_explanations.utils.helper) copy() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) counter() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) counter_explanations() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) D DataShapeError define_conditions() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.FastExplanation method) discretize() (calibrated_explanations.core.CalibratedExplainer method) E enable_fast_mode() (calibrated_explanations.core.CalibratedExplainer method) ensure_interval_runtime_state() (calibrated_explanations.core.CalibratedExplainer method) ensured() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) ensured_explanations() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) explain_exception() (in module calibrated_explanations.core.exceptions) explain_factual() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) explain_fast() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) explain_guarded_factual() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) ExplainerBuilder (class in calibrated_explanations.api.config) ExplainerConfig (class in calibrated_explanations.api.config) explanation_orchestrator (calibrated_explanations.core.CalibratedExplainer property) explanation_plugin_instances (calibrated_explanations.core.CalibratedExplainer property) explanation_plugin_overrides (calibrated_explanations.core.CalibratedExplainer property) explore_alternatives() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) explore_guarded_alternatives() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) export_preprocessor_mapping() (calibrated_explanations.core.WrapCalibratedExplainer method) extract_preprocessor_snapshot() (calibrated_explanations.core.WrapCalibratedExplainer method) F FactualExplanation (class in calibrated_explanations.explanations) fast (calibrated_explanations.core.CalibratedExplainer property) fast_interval_plugin_override (calibrated_explanations.core.CalibratedExplainer property) FastExplanation (class in calibrated_explanations.explanations) feature_filter_config (calibrated_explanations.core.CalibratedExplainer property) (calibrated_explanations.core.WrapCalibratedExplainer property) feature_filter_per_instance_ignore (calibrated_explanations.core.CalibratedExplainer property) feature_names (calibrated_explanations.core.CalibratedExplainer property) (calibrated_explanations.explanations.CalibratedExplanations property) feature_names_internal (calibrated_explanations.core.CalibratedExplainer property) filter_features() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) filter_rule_sizes() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) finalize() (calibrated_explanations.explanations.CalibratedExplanations method) finalize_fast() (calibrated_explanations.explanations.CalibratedExplanations method) finalize_fit() (calibrated_explanations.core.WrapCalibratedExplainer method) fit() (calibrated_explanations.core.WrapCalibratedExplainer method) format_proba_output() (calibrated_explanations.core.WrapCalibratedExplainer method) from_batch() (calibrated_explanations.explanations.CalibratedExplanations class method) from_collection() (calibrated_explanations.explanations.AlternativeExplanations class method) from_config() (calibrated_explanations.core.WrapCalibratedExplainer class method) from_json() (calibrated_explanations.explanations.CalibratedExplanations class method) G gather_interval_hints() (calibrated_explanations.core.CalibratedExplainer method) get_calibration_summaries() (calibrated_explanations.core.CalibratedExplainer method) get_class_labels() (calibrated_explanations.explanations.CalibratedExplanation method) get_confidence() (calibrated_explanations.explanations.CalibratedExplanations method) get_explainer() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) get_guarded_audit() (calibrated_explanations.explanations.CalibratedExplanations method) get_high_percentile() (calibrated_explanations.explanations.CalibratedExplanations method) get_low_percentile() (calibrated_explanations.explanations.CalibratedExplanations method) get_mode() (calibrated_explanations.explanations.CalibratedExplanation method) get_percentiles() (calibrated_explanations.explanations.CalibratedExplanation method) get_plugin_manager() (calibrated_explanations.core.CalibratedExplainer method) get_rule_by_index() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.FactualExplanation method) get_rules() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) (calibrated_explanations.explanations.FactualExplanation method) (calibrated_explanations.explanations.FastExplanation method) get_rules_by_feature() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.FactualExplanation method) get_sigma_test() (calibrated_explanations.core.CalibratedExplainer method) I ignored_features_for_instance() (calibrated_explanations.explanations.CalibratedExplanation method) immutable_array() (in module calibrated_explanations.utils.helper) import_preprocessor_mapping() (calibrated_explanations.core.WrapCalibratedExplainer method) infer_explanation_mode() (calibrated_explanations.core.CalibratedExplainer method) infer_task() (in module calibrated_explanations.core.validation) initialize_interval_learner_for_fast_explainer() (calibrated_explanations.core.CalibratedExplainer method) initialize_pool() (calibrated_explanations.core.CalibratedExplainer method) initialize_reject_learner() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) initialized (calibrated_explanations.core.CalibratedExplainer property) instantiate_plugin() (calibrated_explanations.core.CalibratedExplainer method) interval_context_metadata (calibrated_explanations.core.CalibratedExplainer property) interval_learner (calibrated_explanations.core.CalibratedExplainer property) interval_plugin_fallbacks (calibrated_explanations.core.CalibratedExplainer property) interval_plugin_hints (calibrated_explanations.core.CalibratedExplainer property) interval_plugin_identifiers (calibrated_explanations.core.CalibratedExplainer property) interval_plugin_override (calibrated_explanations.core.CalibratedExplainer property) interval_preferred_identifier (calibrated_explanations.core.CalibratedExplainer property) invoke_explanation_plugin() (calibrated_explanations.core.CalibratedExplainer method) is_alternative() (calibrated_explanations.explanations.CalibratedExplanations method) is_counter_explanation() (calibrated_explanations.explanations.AlternativeExplanation method) is_fast() (calibrated_explanations.core.CalibratedExplainer method) is_initialized (calibrated_explanations.core.CalibratedExplainer property) is_mondrian() (calibrated_explanations.core.CalibratedExplainer method) is_multiclass() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.explanations.CalibratedExplanation method) is_notebook() (in module calibrated_explanations.utils.helper) is_one_sided (calibrated_explanations.explanations.CalibratedExplanations property) is_one_sided() (calibrated_explanations.explanations.CalibratedExplanation method) is_probabilistic() (calibrated_explanations.explanations.CalibratedExplanation method) is_probabilistic_regression (calibrated_explanations.explanations.CalibratedExplanations property) is_regression() (calibrated_explanations.explanations.CalibratedExplanation method) is_semi_explanation() (calibrated_explanations.explanations.AlternativeExplanation method) is_super_explanation() (calibrated_explanations.explanations.AlternativeExplanation method) is_thresholded() (calibrated_explanations.explanations.CalibratedExplanation method) L last_explanation_mode (calibrated_explanations.core.CalibratedExplainer property) legacy_payload() (calibrated_explanations.explanations.CalibratedExplanations method) lime_helper (calibrated_explanations.core.CalibratedExplainer property) list_rules() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.FactualExplanation method) load_state() (calibrated_explanations.core.WrapCalibratedExplainer class method) low_high_percentiles (calibrated_explanations.api.config.ExplainerConfig attribute) low_high_percentiles() (calibrated_explanations.api.config.ExplainerBuilder method) lower (calibrated_explanations.explanations.CalibratedExplanations property) M make_directory() (in module calibrated_explanations.utils.helper) maybe_preprocess_for_inference() (calibrated_explanations.core.WrapCalibratedExplainer method) model (calibrated_explanations.api.config.ExplainerConfig attribute) ModelNotSupportedError module calibrated_explanations.api.config calibrated_explanations.api.params calibrated_explanations.core.exceptions calibrated_explanations.core.validation calibrated_explanations.utils.helper N noise_type (calibrated_explanations.core.CalibratedExplainer property) normalize_auto_encode_flag() (calibrated_explanations.core.WrapCalibratedExplainer method) normalize_percentile_value() (calibrated_explanations.explanations.CalibratedExplanation static method) normalize_public_kwargs() (calibrated_explanations.core.WrapCalibratedExplainer method) normalize_threshold_value() (calibrated_explanations.explanations.CalibratedExplanation method) NotFittedError num_features (calibrated_explanations.core.CalibratedExplainer property) numeric_sorted_cache (calibrated_explanations.core.CalibratedExplainer property) O obtain_interval_calibrator() (calibrated_explanations.core.CalibratedExplainer method) P parallel_executor (calibrated_explanations.core.CalibratedExplainer property) (calibrated_explanations.core.WrapCalibratedExplainer property) parallel_workers (calibrated_explanations.api.config.ExplainerConfig attribute) parallel_workers() (calibrated_explanations.api.config.ExplainerBuilder method) pareto() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) pareto_explanations() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) parse_condition() (calibrated_explanations.explanations.CalibratedExplanation method) perf_cache() (calibrated_explanations.api.config.ExplainerBuilder method) perf_cache_enabled (calibrated_explanations.api.config.ExplainerConfig attribute) perf_cache_max_bytes (calibrated_explanations.api.config.ExplainerConfig attribute) perf_cache_max_items (calibrated_explanations.api.config.ExplainerConfig attribute) perf_cache_namespace (calibrated_explanations.api.config.ExplainerConfig attribute) perf_cache_ttl (calibrated_explanations.api.config.ExplainerConfig attribute) perf_cache_version (calibrated_explanations.api.config.ExplainerConfig attribute) perf_factory (calibrated_explanations.api.config.ExplainerConfig property) perf_feature_filter() (calibrated_explanations.api.config.ExplainerBuilder method) perf_feature_filter_enabled (calibrated_explanations.api.config.ExplainerConfig attribute) perf_feature_filter_per_instance_top_k (calibrated_explanations.api.config.ExplainerConfig attribute) perf_parallel (calibrated_explanations.core.CalibratedExplainer property) perf_parallel() (calibrated_explanations.api.config.ExplainerBuilder method) perf_parallel_backend (calibrated_explanations.api.config.ExplainerConfig attribute) perf_parallel_enabled (calibrated_explanations.api.config.ExplainerConfig attribute) perf_parallel_granularity (calibrated_explanations.api.config.ExplainerConfig attribute) perf_parallel_min_batch (calibrated_explanations.api.config.ExplainerConfig attribute) perf_parallel_min_instances (calibrated_explanations.api.config.ExplainerConfig attribute) perf_parallel_tiny_workload (calibrated_explanations.api.config.ExplainerConfig attribute) perf_parallel_workers (calibrated_explanations.api.config.ExplainerConfig attribute) perf_telemetry (calibrated_explanations.api.config.ExplainerConfig attribute) perf_telemetry() (calibrated_explanations.api.config.ExplainerBuilder method) plot() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) (calibrated_explanations.explanations.FactualExplanation method) (calibrated_explanations.explanations.FastExplanation method) plot_plugin_fallbacks (calibrated_explanations.core.CalibratedExplainer property) plot_style_chain (calibrated_explanations.core.CalibratedExplainer property) plot_style_override (calibrated_explanations.core.CalibratedExplainer property) plugin_manager (calibrated_explanations.core.CalibratedExplainer property) pre_fit_preprocess() (calibrated_explanations.core.WrapCalibratedExplainer method) pre_fitted (calibrated_explanations.core.WrapCalibratedExplainer property) pre_transform() (calibrated_explanations.core.WrapCalibratedExplainer method) predict (calibrated_explanations.explanations.CalibratedExplanation property) (calibrated_explanations.explanations.CalibratedExplanations property) predict() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) predict_bridge (calibrated_explanations.core.CalibratedExplainer property) predict_calibration() (calibrated_explanations.core.CalibratedExplainer method) predict_conjunction_tuple() (calibrated_explanations.explanations.CalibratedExplanation method) predict_conjunctive() (calibrated_explanations.explanations.CalibratedExplanation method) predict_proba() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) predict_reject() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) prediction_interval (calibrated_explanations.explanations.CalibratedExplanation property) (calibrated_explanations.explanations.CalibratedExplanations property) prediction_orchestrator (calibrated_explanations.core.CalibratedExplainer property) predictions (calibrated_explanations.explanations.CalibratedExplanations property) prepare_for_saving() (in module calibrated_explanations.utils.helper) preprocessor (calibrated_explanations.api.config.ExplainerConfig attribute) (calibrated_explanations.core.WrapCalibratedExplainer property) preprocessor() (calibrated_explanations.api.config.ExplainerBuilder method) preprocessor_metadata (calibrated_explanations.core.CalibratedExplainer property) (calibrated_explanations.core.WrapCalibratedExplainer property) probabilities (calibrated_explanations.explanations.CalibratedExplanations property) pyproject_explanations (calibrated_explanations.core.CalibratedExplainer property) pyproject_intervals (calibrated_explanations.core.CalibratedExplainer property) pyproject_plots (calibrated_explanations.core.CalibratedExplainer property) R rank_features() (calibrated_explanations.explanations.CalibratedExplanation method) reinitialize() (calibrated_explanations.core.CalibratedExplainer method) reject_orchestrator (calibrated_explanations.core.CalibratedExplainer property) reject_removed_aliases() (in module calibrated_explanations.api.params) remove_conjunctions() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) require_plugin_manager() (calibrated_explanations.core.CalibratedExplainer method) reset() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) resolve_parallel_executor() (calibrated_explanations.core.CalibratedExplainer method) rule_boundaries() (calibrated_explanations.core.CalibratedExplainer method) runtime_telemetry (calibrated_explanations.core.CalibratedExplainer property) (calibrated_explanations.core.WrapCalibratedExplainer property) S safe_feature_name() (calibrated_explanations.explanations.CalibratedExplanation method) safe_first_element() (in module calibrated_explanations.utils.helper) safe_import() (in module calibrated_explanations.utils.helper) safe_isinstance() (in module calibrated_explanations.utils.helper) safe_mean() (in module calibrated_explanations.utils.helper) save_state() (calibrated_explanations.core.WrapCalibratedExplainer method) scale_factor (calibrated_explanations.core.CalibratedExplainer property) semi() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) semi_explanations() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) serialise_preprocessor_value() (calibrated_explanations.core.WrapCalibratedExplainer method) SerializationError set_difficulty_estimator() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) set_discretizer() (calibrated_explanations.core.CalibratedExplainer method) set_mode() (calibrated_explanations.core.CalibratedExplainer method) set_preprocessor_metadata() (calibrated_explanations.core.CalibratedExplainer method) (calibrated_explanations.core.WrapCalibratedExplainer method) severity (calibrated_explanations.core.CalibratedExplainer property) shap_helper (calibrated_explanations.core.CalibratedExplainer property) super() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) super_explanations() (calibrated_explanations.explanations.AlternativeExplanation method) (calibrated_explanations.explanations.AlternativeExplanations method) T task (calibrated_explanations.api.config.ExplainerConfig attribute) task() (calibrated_explanations.api.config.ExplainerBuilder method) telemetry_interval_sources (calibrated_explanations.core.CalibratedExplainer property) threshold (calibrated_explanations.api.config.ExplainerConfig attribute) threshold() (calibrated_explanations.api.config.ExplainerBuilder method) to_batch() (calibrated_explanations.explanations.CalibratedExplanations method) to_dataframe() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) to_json() (calibrated_explanations.explanations.CalibratedExplanations method) to_json_stream() (calibrated_explanations.explanations.CalibratedExplanations method) to_narrative() (calibrated_explanations.explanations.CalibratedExplanation method) (calibrated_explanations.explanations.CalibratedExplanations method) to_python_number() (calibrated_explanations.explanations.CalibratedExplanation static method) to_telemetry() (calibrated_explanations.explanations.CalibratedExplanation method) transform_to_numeric() (in module calibrated_explanations.utils.helper) U unseen_category_policy (calibrated_explanations.api.config.ExplainerConfig attribute) unseen_category_policy() (calibrated_explanations.api.config.ExplainerBuilder method) upper (calibrated_explanations.explanations.CalibratedExplanations property) V validate() (in module calibrated_explanations.core.validation) validate_fit_state() (in module calibrated_explanations.core.validation) validate_inputs() (in module calibrated_explanations.core.validation) validate_inputs_matrix() (in module calibrated_explanations.core.validation) validate_model() (in module calibrated_explanations.core.validation) validate_non_empty() (in module calibrated_explanations.core.validation) validate_not_none() (in module calibrated_explanations.core.validation) validate_param_combination() (in module calibrated_explanations.api.params) validate_type() (in module calibrated_explanations.core.validation) ValidationError W warn_on_aliases() (in module calibrated_explanations.api.params) WrapCalibratedExplainer (class in calibrated_explanations.core) X x_cal (calibrated_explanations.core.CalibratedExplainer property) Y y_cal (calibrated_explanations.core.CalibratedExplainer property)